Development of High-Speed Cutting Database System with Hybrid Intelligent Reasoning

2006 ◽  
Vol 315-316 ◽  
pp. 696-700
Author(s):  
Ke Jun Xiang ◽  
Zhan Qiang Liu ◽  
Xing Ai
Keyword(s):  
High Speed ◽  
Database System ◽  
Case Based Reasoning ◽  
Function Model ◽  
Rule Based ◽  
High Speed Cutting ◽  
Hybrid Reasoning ◽  
Set Up ◽  
Cutting System ◽  
Case Based

First, the problems in cutting database are analyzed and primary factors that should be considered in establishing high-speed cutting database are pointed out, including data presenting modes, data collecting and updating, the intelligence of the database, and the integration with CAD, CAPP and CAM. Secondly, high-speed cutting system is analyzed. On the basis of the categorization of the variables, the function model and the information model of cutting database are set up, which leads to the establishment of the architecture of high-speed cutting database. Finally, the combination mechanism of the rule-based reasoning and the case-based reasoning is analyzed and the process of the hybrid reasoning is given.

A Hybrid Machining Database System Using Case-Based Reasoning and Fuzzy Technology

2016 ◽  
Vol 693 ◽  
pp. 1805-1810
Author(s):  
Xian Feng Sui ◽  
Chuan Zhen Huang ◽  
Bin Zou ◽  
Han Lian Liu ◽  
Hong Tao Zhu ◽  
...  
Keyword(s):  
High Speed ◽  
Comprehensive Evaluation ◽  
Fuzzy Model ◽  
Fuzzy Comprehensive Evaluation ◽  
Database System ◽  
Machining Process ◽  
Case Based Reasoning ◽  
High Speed Machining ◽  
Hybrid Machining ◽  
Case Based

In order to fulfil the actual request of machining process to the machining database system, according to the characteristics and requirements of machining process, the fuzzy technology and case-based reasoning method were introduced to the design of machining database system. The reasoning process of case-based reasoning method and three main aspects of the fuzzy model were discussed. The match of cases and fuzzy comprehensive evaluation were introduced. The function of high-speed machining database was analyzed and the structure of the database was described. The users can use the database to acquire the overall solutions about high-speed machining.

Graphical Fault Diagnosis Expert System of CNC Machine Tool Based on B/S

2014 ◽  
Vol 945-949 ◽  
pp. 1707-1712
Author(s):  
Bin Shen ◽  
Shu Yu Zhao ◽  
Jia Hai Wang ◽  
Juergen Fleischer
Keyword(s):  
Fault Diagnosis ◽  
Expert System ◽  
Machine Tool ◽  
Case Based Reasoning ◽  
Cnc Machine Tool ◽  
Cnc Machine ◽  
Rule Based ◽  
Detailed Case ◽  
Case Based ◽  
Remote Fault Diagnosis

Based on the authors previous work of developing an expert system for fault diagnosis of CNC machine tool, this paper studied the theory and method of CNC remote fault diagnosis expert system based on B/S, and presents schema and structure of the expert system in detailed. Case based reasoning is used for the multi-alarm diagnosis, and rule based reasoning is used for single-alarm diagnosis. At last fault diagnosis expert system was designed and developed making use of C# and ASP.NET.

Application of Case Based Reasoning in Technology Industry Competency Development

2013 ◽  
Vol 433-435 ◽  
pp. 2351-2358
Author(s):  
Hui Ling Hsu ◽  
Li Chung Chao
Keyword(s):  
Case Based Reasoning ◽  
Competency Development ◽  
Knowledge Database ◽  
Technology Industry ◽  
Automation Equipment ◽  
Main Factors ◽  
Set Up ◽  
Training Path ◽  
Productive Output ◽  
Case Based

This study aims to assist the semiconductor assembly and testing industry in finding the best way of talent training. Firstly, the analysis of competency designs the training path according to engineers' different realms, introduces Case-Based Reasoning (CBR) combined with courses of the analysis of competency. Then, after the interview of professional engineers regarding their experiences, we analyze the courses' main factors, the degree of demand of instituting the courses, and finally set up the knowledge database of talent training. The results will inspire the training path for automation equipment and process and act as reference for the human resources department, reducing discrepancies between the tech and management department for required skills to equipment and manufacturing processing and enhancing the productive output.

scholarly journals Rule-Based and Case-Based Reasoning in Housing Prices

2007 ◽  
Vol 7 (1) ◽  
Author(s):  
Gabrielle Gayer ◽  
Itzhak Gilboa ◽  
Offer Lieberman
Keyword(s):  
Housing Prices ◽  
Case Based Reasoning ◽  
Rule Based ◽  
Case Based

A Tele-command verification of KOMPSAT-II using Rule-based & Case-based reasoning

2002 ◽  
Author(s):  
Won-Chan Jung ◽  
Hee-Sook Mo ◽  
Jae-Hoon Kim ◽  
Seong-Pal Lee
Keyword(s):  
Case Based Reasoning ◽  
Rule Based ◽  
Case Based

The HSM Intelligent Database System Based on Neural Networks

2011 ◽  
Vol 201-203 ◽  
pp. 162-166
Author(s):  
Li Juan Liu ◽  
Ming Lv ◽  
Wen Ge Wu
Keyword(s):  
Neural Networks ◽  
High Speed ◽  
Cutting Parameters ◽  
Database System ◽  
Machining Parameters ◽  
Relevant Research ◽  
Selection Scheme ◽  
High Speed Cutting ◽  
Parameters Selection ◽  
Choice Method

High speed cutting (HSM) is one of the main trends of cutting machinery. In our country, the relevant research of HSM starts later, the actual machining and experiment on the machining technology and the machining parameters of HSM are few, the reasonable machining parameters selection scheme and the appropriate cutter choice method are lack. The paper established the HSM cutters management system based on BP artificial neural networks to facilitate optimized database system and to improve cutting efficiency. The result shows the system is very helpful to select cutting parameters and the value of prediction fits with the test very well.

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